Junyi Chen

Orcid: 0000-0002-4266-8477

According to our database1, Junyi Chen authored at least 49 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An edge-device-compatible algorithm for valvular heart diseases screening using phonocardiogram signals with a lightweight convolutional neural network and self-supervised learning.
Comput. Methods Programs Biomed., January, 2024

TN-MR: topic-aware neural network-based mobile application recommendation.
Int. J. Web Inf. Syst., 2024

GVGEN: Text-to-3D Generation with Volumetric Representation.
CoRR, 2024

Longitudinal Functional Safety Analysis and Algorithm Design of Traffic Jam Pilot.
IEEE Access, 2024

EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Multiattention Mechanism 3D Object Detection Algorithm Based on RGB and LiDAR Fusion for Intelligent Driving.
Sensors, October, 2023

LPN: Label-Enhanced Prototypical Network for Legal Judgment Prediction.
Entropy, October, 2023

On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization.
Environ. Model. Softw., September, 2023

On-Board Multi-Class Geospatial Object Detection Based on Convolutional Neural Network for High Resolution Remote Sensing Images.
Remote. Sens., August, 2023

Analysis of Seismic Impact on Hailuogou Glacier after the 2022 Luding Ms 6.8 Earthquake, China, Using SAR Offset Tracking Technology.
Remote. Sens., March, 2023

A Survey on Large Language Models for Personalized and Explainable Recommendations.
CoRR, 2023

TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices.
CoRR, 2023

Hierarchical-level rain image generative model based on GAN.
CoRR, 2023

Evolving Testing Scenario Generation Method and Intelligence Evaluation Framework for Automated Vehicles.
CoRR, 2023

PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Decision Making for Driving Agent in Traffic Simulation via Adversarial Inverse Reinforcement Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Generation Method of Unknown Unsafe Scenarios for Autonomous Vehicles.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Self-Supervised Rumor Detection with Augmented Variational Graphs.
Proceedings of the IEEE Global Communications Conference, 2023

Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Verification and Validation Methods for Decision-Making and Planning of Automated Vehicles: A Review.
IEEE Trans. Intell. Veh., 2022

Mulan: A Multiple Residual Article-Wise Attention Network for Legal Judgment Prediction.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Three-dimensional hydrogeological modeling method and application based on TIN-GTP-TEN.
Earth Sci. Informatics, 2022

LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization.
CoRR, 2022

Solar Speckle Image Deblurring With Deep Prior Constraint Based on Regularization.
IEEE Access, 2022

Research on Performance Limitations of Visual-based Perception System for Autonomous Vehicle under Severe Weather Conditions.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Risk Assessment Method for Driving Scenarios of Autonomous Vehicles Based on Drivable Area.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Adaptive Optimization of Dynamic Heterogeneous Network Topologies: A Simulated Annealing Methodology.
Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

BBAE: A Method for Few-Shot Charge Prediction with Data Augmentation and Neural Network.
Proceedings of the Chinese Lexical Semantics - 23rd Workshop, 2022

2021
Categorical Matrix Completion With Active Learning for High-Throughput Screening.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

RNCE: network integration with reciprocal neighbors contextual encoding for multi-modal drug community study on cancer targets.
Briefings Bioinform., 2021

A Hazard Analysis Approach based on STPA and Finite State Machine for Autonomous Vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Research on the Complexity Quantification Method of Driving Scenarios Based on Information Entropy.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Lane Change Analysis and Prediction Using Mean Impact Value Method and Logistic Regression Model.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020
Verbal aggression detection on Twitter comments: convolutional neural network for short-text sentiment analysis.
Neural Comput. Appl., 2020

Infilling the missing values of groundwater level using time and space series: case of Nantong City, east coast of China.
Earth Sci. Informatics, 2020

Towards an astronomical science platform: Experiences and lessons learned from Chinese Virtual Observatory.
Astron. Comput., 2020

Study on Safety Analysis Method for Take-over System of Autonomous Vehicles**Research supported by the National Key Research and Development Program of China (Grant No. 2018YFB0105101; 2018YFB0105103).
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019
A differential evolution algorithm with dual preferred learning mutation.
Appl. Intell., 2019

Charge Prediction with Legal Attention.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

2018
Towards an Open Science Platform for the Evaluation of Data Fusion.
CoRR, 2018

A hybrid architecture for astronomical computing.
CoRR, 2018

Surface Reconstruction Adopting Laser Plane of Linear Path System Registered by Parallel Constraint.
IEEE Access, 2018

A Highly Efficient Method for Training Sample Selection in Remote Sensing Classification.
Proceedings of the 26th International Conference on Geoinformatics, 2018

Land Surface Temperature Retrieval and Result Analysis Based on Landsat Imagery in Dianchi Basin.
Proceedings of the 26th International Conference on Geoinformatics, 2018

Construction of Word Sense Tagging Corpus.
Proceedings of the Chinese Lexical Semantics - 19th Workshop, 2018

2017
3-D Reconstruction of Binocular Vision Using Distance Objective Generated From Two Pairs of Skew Projection Lines.
IEEE Access, 2017

2016
Design and Implement of Astronomical Cloud Computing Environment In China-VO.
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

2015
Analysis of the relationship between land surface temperature and land cover types - A case study of Dianchi Basin.
Proceedings of the 23rd International Conference on Geoinformatics, 2015

2012
Cervical spine finite element modeling of a six-year-old child.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012


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